Overview
Brought to you by YData
Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 50 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 16.9 KiB |
| Average record size in memory | 347.1 B |
Variable types
| Text | 2 |
|---|---|
| Categorical | 1 |
| Numeric | 17 |
week_start_date has constant value "2023-10-02" | Constant |
avg_heart_rate is highly overall correlated with avg_pace_min_per_km and 14 other fields | High correlation |
avg_pace_min_per_km is highly overall correlated with avg_heart_rate and 15 other fields | High correlation |
cycling_distance_km is highly overall correlated with avg_heart_rate and 15 other fields | High correlation |
exercise_sessions is highly overall correlated with avg_heart_rate and 15 other fields | High correlation |
floors_climbed is highly overall correlated with avg_heart_rate and 15 other fields | High correlation |
max_heart_rate is highly overall correlated with avg_heart_rate and 15 other fields | High correlation |
min_heart_rate is highly overall correlated with avg_heart_rate and 14 other fields | High correlation |
move_minutes is highly overall correlated with avg_heart_rate and 15 other fields | High correlation |
running_distance_km is highly overall correlated with avg_heart_rate and 14 other fields | High correlation |
sedentary_minutes is highly overall correlated with avg_heart_rate and 14 other fields | High correlation |
sleep_hours_total is highly overall correlated with avg_heart_rate and 14 other fields | High correlation |
stress_level_avg is highly overall correlated with avg_heart_rate and 15 other fields | High correlation |
total_active_minutes is highly overall correlated with avg_heart_rate and 15 other fields | High correlation |
total_calories_burned is highly overall correlated with avg_heart_rate and 15 other fields | High correlation |
total_distance_km is highly overall correlated with avg_heart_rate and 14 other fields | High correlation |
total_steps is highly overall correlated with avg_heart_rate and 14 other fields | High correlation |
walking_distance_km is highly overall correlated with avg_pace_min_per_km and 8 other fields | High correlation |
user_id has unique values | Unique |
cycling_distance_km has 17 (34.0%) zeros | Zeros |
running_distance_km has 3 (6.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-06-03 14:24:53.489716 |
|---|---|
| Analysis finished | 2025-06-03 14:25:10.703576 |
| Duration | 17.21 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
user_id
Text
Unique
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 50 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | USR001 |
|---|---|
| 2nd row | USR002 |
| 3rd row | USR003 |
| 4th row | USR004 |
| 5th row | USR005 |
| Value | Count | Frequency (%) |
| usr001 | 1 | 2.0% |
| usr002 | 1 | 2.0% |
| usr003 | 1 | 2.0% |
| usr004 | 1 | 2.0% |
| usr005 | 1 | 2.0% |
| usr006 | 1 | 2.0% |
| usr007 | 1 | 2.0% |
| usr008 | 1 | 2.0% |
| usr009 | 1 | 2.0% |
| usr010 | 1 | 2.0% |
| Other values (40) | 40 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 64 | |
| U | 50 | |
| S | 50 | |
| R | 50 | |
| 1 | 15 | 5.0% |
| 2 | 15 | 5.0% |
| 3 | 15 | 5.0% |
| 4 | 15 | 5.0% |
| 5 | 6 | 2.0% |
| 6 | 5 | 1.7% |
| Other values (3) | 15 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 300 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 64 | |
| U | 50 | |
| S | 50 | |
| R | 50 | |
| 1 | 15 | 5.0% |
| 2 | 15 | 5.0% |
| 3 | 15 | 5.0% |
| 4 | 15 | 5.0% |
| 5 | 6 | 2.0% |
| 6 | 5 | 1.7% |
| Other values (3) | 15 | 5.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 300 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 64 | |
| U | 50 | |
| S | 50 | |
| R | 50 | |
| 1 | 15 | 5.0% |
| 2 | 15 | 5.0% |
| 3 | 15 | 5.0% |
| 4 | 15 | 5.0% |
| 5 | 6 | 2.0% |
| 6 | 5 | 1.7% |
| Other values (3) | 15 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 300 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 64 | |
| U | 50 | |
| S | 50 | |
| R | 50 | |
| 1 | 15 | 5.0% |
| 2 | 15 | 5.0% |
| 3 | 15 | 5.0% |
| 4 | 15 | 5.0% |
| 5 | 6 | 2.0% |
| 6 | 5 | 1.7% |
| Other values (3) | 15 | 5.0% |
week_start_date
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| 2023-10-02 |
|---|
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2023-10-02 |
|---|---|
| 2nd row | 2023-10-02 |
| 3rd row | 2023-10-02 |
| 4th row | 2023-10-02 |
| 5th row | 2023-10-02 |
Common Values
| Value | Count | Frequency (%) |
| 2023-10-02 | 50 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2023-10-02 | 50 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 150 | |
| 0 | 150 | |
| - | 100 | |
| 3 | 50 | 10.0% |
| 1 | 50 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 500 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 150 | |
| 0 | 150 | |
| - | 100 | |
| 3 | 50 | 10.0% |
| 1 | 50 | 10.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 500 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 150 | |
| 0 | 150 | |
| - | 100 | |
| 3 | 50 | 10.0% |
| 1 | 50 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 500 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 150 | |
| 0 | 150 | |
| - | 100 | |
| 3 | 50 | 10.0% |
| 1 | 50 | 10.0% |
total_steps
Real number (ℝ)
High correlation
| Distinct | 47 |
|---|---|
| Distinct (%) | 94.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48535.4 |
| Minimum | 16840 |
|---|---|
| Maximum | 75280 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 16840 |
|---|---|
| 5-th percentile | 19334 |
| Q1 | 40200 |
| median | 48920 |
| Q3 | 63350 |
| 95-th percentile | 73140 |
| Maximum | 75280 |
| Range | 58440 |
| Interquartile range (IQR) | 23150 |
Descriptive statistics
| Standard deviation | 17170.435 |
|---|---|
| Coefficient of variation (CV) | 0.35377138 |
| Kurtosis | -0.90851641 |
| Mean | 48535.4 |
| Median Absolute Deviation (MAD) | 13290 |
| Skewness | -0.27309584 |
| Sum | 2426770 |
| Variance | 2.9482385 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 52840 | 2 | 4.0% |
| 45680 | 2 | 4.0% |
| 24680 | 2 | 4.0% |
| 61580 | 1 | 2.0% |
| 18920 | 1 | 2.0% |
| 68720 | 1 | 2.0% |
| 28340 | 1 | 2.0% |
| 48560 | 1 | 2.0% |
| 72480 | 1 | 2.0% |
| 69340 | 1 | 2.0% |
| Other values (37) | 37 |
| Value | Count | Frequency (%) |
| 16840 | 1 | |
| 18420 | 1 | |
| 18920 | 1 | |
| 19840 | 1 | |
| 21840 | 1 | |
| 22340 | 1 | |
| 24680 | 2 | |
| 26480 | 1 | |
| 27680 | 1 | |
| 28340 | 1 |
| Value | Count | Frequency (%) |
| 75280 | 1 | |
| 74280 | 1 | |
| 73680 | 1 | |
| 72480 | 1 | |
| 71520 | 1 | |
| 69840 | 1 | |
| 69340 | 1 | |
| 68720 | 1 | |
| 68420 | 1 | |
| 67840 | 1 |
total_distance_km
Real number (ℝ)
High correlation
| Distinct | 47 |
|---|---|
| Distinct (%) | 94.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.99 |
| Minimum | 11.8 |
|---|---|
| Maximum | 52.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 11.8 |
|---|---|
| 5-th percentile | 13.515 |
| Q1 | 28.15 |
| median | 34.25 |
| Q3 | 44.375 |
| 95-th percentile | 51.195 |
| Maximum | 52.7 |
| Range | 40.9 |
| Interquartile range (IQR) | 16.225 |
Descriptive statistics
| Standard deviation | 12.024231 |
|---|---|
| Coefficient of variation (CV) | 0.35375791 |
| Kurtosis | -0.90861079 |
| Mean | 33.99 |
| Median Absolute Deviation (MAD) | 9.3 |
| Skewness | -0.27615883 |
| Sum | 1699.5 |
| Variance | 144.58214 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 34 | 2 | 4.0% |
| 32 | 2 | 4.0% |
| 17.3 | 2 | 4.0% |
| 19.8 | 1 | 2.0% |
| 43.1 | 1 | 2.0% |
| 48.1 | 1 | 2.0% |
| 37.2 | 1 | 2.0% |
| 50.7 | 1 | 2.0% |
| 13.2 | 1 | 2.0% |
| 48.5 | 1 | 2.0% |
| Other values (37) | 37 |
| Value | Count | Frequency (%) |
| 11.8 | 1 | |
| 12.9 | 1 | |
| 13.2 | 1 | |
| 13.9 | 1 | |
| 15.3 | 1 | |
| 15.6 | 1 | |
| 17.3 | 2 | |
| 18.5 | 1 | |
| 19.4 | 1 | |
| 19.8 | 1 |
| Value | Count | Frequency (%) |
| 52.7 | 1 | |
| 52 | 1 | |
| 51.6 | 1 | |
| 50.7 | 1 | |
| 50.1 | 1 | |
| 48.9 | 1 | |
| 48.5 | 1 | |
| 48.1 | 1 | |
| 47.9 | 1 | |
| 47.5 | 1 |
total_calories_burned
Real number (ℝ)
High correlation
| Distinct | 42 |
|---|---|
| Distinct (%) | 84.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2327 |
| Minimum | 1180 |
|---|---|
| Maximum | 3250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 1180 |
|---|---|
| 5-th percentile | 1298 |
| Q1 | 1995 |
| median | 2365 |
| Q3 | 2880 |
| 95-th percentile | 3180 |
| Maximum | 3250 |
| Range | 2070 |
| Interquartile range (IQR) | 885 |
Descriptive statistics
| Standard deviation | 620.33648 |
|---|---|
| Coefficient of variation (CV) | 0.26658207 |
| Kurtosis | -0.93960141 |
| Mean | 2327 |
| Median Absolute Deviation (MAD) | 465 |
| Skewness | -0.34484212 |
| Sum | 116350 |
| Variance | 384817.35 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 2480 | 3 | 6.0% |
| 2890 | 2 | 4.0% |
| 2650 | 2 | 4.0% |
| 3120 | 2 | 4.0% |
| 2140 | 2 | 4.0% |
| 3180 | 2 | 4.0% |
| 1380 | 2 | 4.0% |
| 2280 | 1 | 2.0% |
| 1280 | 1 | 2.0% |
| 1650 | 1 | 2.0% |
| Other values (32) | 32 |
| Value | Count | Frequency (%) |
| 1180 | 1 | |
| 1240 | 1 | |
| 1280 | 1 | |
| 1320 | 1 | |
| 1350 | 1 | |
| 1380 | 2 | |
| 1420 | 1 | |
| 1480 | 1 | |
| 1520 | 1 | |
| 1650 | 1 |
| Value | Count | Frequency (%) |
| 3250 | 1 | |
| 3220 | 1 | |
| 3180 | 2 | |
| 3120 | 2 | |
| 3080 | 1 | |
| 3050 | 1 | |
| 3040 | 1 | |
| 2980 | 1 | |
| 2920 | 1 | |
| 2890 | 2 |
total_active_minutes
Real number (ℝ)
High correlation
| Distinct | 36 |
|---|---|
| Distinct (%) | 72.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 284.9 |
| Minimum | 75 |
|---|---|
| Maximum | 485 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 75 |
|---|---|
| 5-th percentile | 89.5 |
| Q1 | 210 |
| median | 285 |
| Q3 | 392.5 |
| 95-th percentile | 470.5 |
| Maximum | 485 |
| Range | 410 |
| Interquartile range (IQR) | 182.5 |
Descriptive statistics
| Standard deviation | 120.63814 |
|---|---|
| Coefficient of variation (CV) | 0.4234403 |
| Kurtosis | -0.98559999 |
| Mean | 284.9 |
| Median Absolute Deviation (MAD) | 95 |
| Skewness | -0.082819177 |
| Sum | 14245 |
| Variance | 14553.561 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 285 | 4 | 8.0% |
| 145 | 2 | 4.0% |
| 345 | 2 | 4.0% |
| 85 | 2 | 4.0% |
| 225 | 2 | 4.0% |
| 265 | 2 | 4.0% |
| 235 | 2 | 4.0% |
| 125 | 2 | 4.0% |
| 255 | 2 | 4.0% |
| 405 | 2 | 4.0% |
| Other values (26) | 28 |
| Value | Count | Frequency (%) |
| 75 | 1 | |
| 85 | 2 | |
| 95 | 1 | |
| 105 | 1 | |
| 115 | 1 | |
| 125 | 2 | |
| 135 | 1 | |
| 145 | 2 | |
| 195 | 1 | |
| 205 | 1 |
| Value | Count | Frequency (%) |
| 485 | 2 | |
| 475 | 1 | |
| 465 | 1 | |
| 455 | 1 | |
| 445 | 1 | |
| 435 | 1 | |
| 425 | 1 | |
| 415 | 1 | |
| 410 | 1 | |
| 405 | 2 |
avg_heart_rate
Real number (ℝ)
High correlation
| Distinct | 15 |
|---|---|
| Distinct (%) | 30.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.28 |
| Minimum | 65 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 65 |
|---|---|
| 5-th percentile | 66 |
| Q1 | 68.25 |
| median | 71 |
| Q3 | 73 |
| 95-th percentile | 78 |
| Maximum | 80 |
| Range | 15 |
| Interquartile range (IQR) | 4.75 |
Descriptive statistics
| Standard deviation | 3.8968328 |
|---|---|
| Coefficient of variation (CV) | 0.054669372 |
| Kurtosis | -0.50942197 |
| Mean | 71.28 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.44183326 |
| Sum | 3564 |
| Variance | 15.185306 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 71 | 7 | |
| 73 | 5 | |
| 72 | 5 | |
| 70 | 5 | |
| 68 | 4 | |
| 69 | 4 | |
| 66 | 4 | |
| 67 | 3 | 6.0% |
| 78 | 3 | 6.0% |
| 75 | 2 | 4.0% |
| Other values (5) | 8 |
| Value | Count | Frequency (%) |
| 65 | 2 | 4.0% |
| 66 | 4 | |
| 67 | 3 | |
| 68 | 4 | |
| 69 | 4 | |
| 70 | 5 | |
| 71 | 7 | |
| 72 | 5 | |
| 73 | 5 | |
| 75 | 2 | 4.0% |
| Value | Count | Frequency (%) |
| 80 | 1 | 2.0% |
| 79 | 1 | 2.0% |
| 78 | 3 | |
| 77 | 2 | 4.0% |
| 76 | 2 | 4.0% |
| 75 | 2 | 4.0% |
| 73 | 5 | |
| 72 | 5 | |
| 71 | 7 | |
| 70 | 5 |
max_heart_rate
Real number (ℝ)
High correlation
| Distinct | 35 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 145.98 |
| Minimum | 122 |
|---|---|
| Maximum | 164 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 122 |
|---|---|
| 5-th percentile | 125.45 |
| Q1 | 140.25 |
| median | 147.5 |
| Q3 | 155.75 |
| 95-th percentile | 162 |
| Maximum | 164 |
| Range | 42 |
| Interquartile range (IQR) | 15.5 |
Descriptive statistics
| Standard deviation | 11.662761 |
|---|---|
| Coefficient of variation (CV) | 0.079892871 |
| Kurtosis | -0.74999582 |
| Mean | 145.98 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.43864752 |
| Sum | 7299 |
| Variance | 136.02 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 145 | 3 | 6.0% |
| 148 | 3 | 6.0% |
| 158 | 2 | 4.0% |
| 157 | 2 | 4.0% |
| 152 | 2 | 4.0% |
| 162 | 2 | 4.0% |
| 143 | 2 | 4.0% |
| 159 | 2 | 4.0% |
| 128 | 2 | 4.0% |
| 151 | 2 | 4.0% |
| Other values (25) | 28 |
| Value | Count | Frequency (%) |
| 122 | 1 | |
| 124 | 1 | |
| 125 | 1 | |
| 126 | 1 | |
| 128 | 2 | |
| 129 | 1 | |
| 130 | 1 | |
| 131 | 1 | |
| 132 | 1 | |
| 133 | 1 |
| Value | Count | Frequency (%) |
| 164 | 1 | |
| 163 | 1 | |
| 162 | 2 | |
| 161 | 1 | |
| 160 | 1 | |
| 159 | 2 | |
| 158 | 2 | |
| 157 | 2 | |
| 156 | 1 | |
| 155 | 1 |
min_heart_rate
Real number (ℝ)
High correlation
| Distinct | 20 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.92 |
| Minimum | 53 |
|---|---|
| Maximum | 72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 53 |
|---|---|
| 5-th percentile | 54.45 |
| Q1 | 59 |
| median | 63.5 |
| Q3 | 66 |
| 95-th percentile | 70.55 |
| Maximum | 72 |
| Range | 19 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.1501536 |
|---|---|
| Coefficient of variation (CV) | 0.081852409 |
| Kurtosis | -0.90128743 |
| Mean | 62.92 |
| Median Absolute Deviation (MAD) | 4.5 |
| Skewness | -0.17617254 |
| Sum | 3146 |
| Variance | 26.524082 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 64 | 5 | 10.0% |
| 62 | 4 | 8.0% |
| 66 | 4 | 8.0% |
| 63 | 4 | 8.0% |
| 65 | 4 | 8.0% |
| 59 | 3 | 6.0% |
| 58 | 3 | 6.0% |
| 70 | 3 | 6.0% |
| 56 | 3 | 6.0% |
| 69 | 3 | 6.0% |
| Other values (10) | 14 |
| Value | Count | Frequency (%) |
| 53 | 1 | 2.0% |
| 54 | 2 | |
| 55 | 2 | |
| 56 | 3 | |
| 57 | 1 | 2.0% |
| 58 | 3 | |
| 59 | 3 | |
| 60 | 1 | 2.0% |
| 61 | 1 | 2.0% |
| 62 | 4 |
| Value | Count | Frequency (%) |
| 72 | 1 | 2.0% |
| 71 | 2 | 4.0% |
| 70 | 3 | |
| 69 | 3 | |
| 68 | 2 | 4.0% |
| 67 | 1 | 2.0% |
| 66 | 4 | |
| 65 | 4 | |
| 64 | 5 | |
| 63 | 4 |
sleep_hours_total
Real number (ℝ)
High correlation
| Distinct | 19 |
|---|---|
| Distinct (%) | 38.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.836 |
| Minimum | 43.4 |
|---|---|
| Maximum | 58.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 43.4 |
|---|---|
| 5-th percentile | 45.115 |
| Q1 | 51.8 |
| median | 53.9 |
| Q3 | 56 |
| 95-th percentile | 57.785 |
| Maximum | 58.1 |
| Range | 14.7 |
| Interquartile range (IQR) | 4.2 |
Descriptive statistics
| Standard deviation | 4.1526859 |
|---|---|
| Coefficient of variation (CV) | 0.078595766 |
| Kurtosis | -0.33145254 |
| Mean | 52.836 |
| Median Absolute Deviation (MAD) | 2.1 |
| Skewness | -0.84906731 |
| Sum | 2641.8 |
| Variance | 17.2448 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 56 | 5 | |
| 53.9 | 5 | |
| 54.6 | 5 | |
| 53.2 | 4 | 8.0% |
| 52.5 | 4 | 8.0% |
| 57.4 | 4 | 8.0% |
| 45.5 | 3 | 6.0% |
| 56.7 | 3 | 6.0% |
| 51.8 | 3 | 6.0% |
| 58.1 | 3 | 6.0% |
| Other values (9) | 11 |
| Value | Count | Frequency (%) |
| 43.4 | 1 | 2.0% |
| 44.1 | 1 | 2.0% |
| 44.8 | 1 | 2.0% |
| 45.5 | 3 | |
| 46.2 | 1 | 2.0% |
| 46.9 | 1 | 2.0% |
| 47.6 | 2 | |
| 49 | 1 | 2.0% |
| 50.4 | 1 | 2.0% |
| 51.8 | 3 |
| Value | Count | Frequency (%) |
| 58.1 | 3 | |
| 57.4 | 4 | |
| 56.7 | 3 | |
| 56 | 5 | |
| 55.3 | 2 | 4.0% |
| 54.6 | 5 | |
| 53.9 | 5 | |
| 53.2 | 4 | |
| 52.5 | 4 | |
| 51.8 | 3 |
move_minutes
Real number (ℝ)
High correlation
| Distinct | 40 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 405.7 |
| Minimum | 105 |
|---|---|
| Maximum | 665 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 105 |
|---|---|
| 5-th percentile | 126.75 |
| Q1 | 302.5 |
| median | 410 |
| Q3 | 561.25 |
| 95-th percentile | 645.5 |
| Maximum | 665 |
| Range | 560 |
| Interquartile range (IQR) | 258.75 |
Descriptive statistics
| Standard deviation | 167.63971 |
|---|---|
| Coefficient of variation (CV) | 0.41321101 |
| Kurtosis | -1.0129387 |
| Mean | 405.7 |
| Median Absolute Deviation (MAD) | 135 |
| Skewness | -0.18917519 |
| Sum | 20285 |
| Variance | 28103.071 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 580 | 3 | 6.0% |
| 410 | 3 | 6.0% |
| 340 | 2 | 4.0% |
| 210 | 2 | 4.0% |
| 395 | 2 | 4.0% |
| 325 | 2 | 4.0% |
| 180 | 2 | 4.0% |
| 120 | 2 | 4.0% |
| 385 | 1 | 2.0% |
| 640 | 1 | 2.0% |
| Other values (30) | 30 |
| Value | Count | Frequency (%) |
| 105 | 1 | |
| 120 | 2 | |
| 135 | 1 | |
| 150 | 1 | |
| 165 | 1 | |
| 180 | 2 | |
| 195 | 1 | |
| 210 | 2 | |
| 280 | 1 | |
| 295 | 1 |
| Value | Count | Frequency (%) |
| 665 | 1 | 2.0% |
| 660 | 1 | 2.0% |
| 650 | 1 | 2.0% |
| 640 | 1 | 2.0% |
| 635 | 1 | 2.0% |
| 625 | 1 | 2.0% |
| 615 | 1 | 2.0% |
| 610 | 1 | 2.0% |
| 595 | 1 | 2.0% |
| 580 | 3 |
exercise_sessions
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 12.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.76 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.5327713 |
|---|---|
| Coefficient of variation (CV) | 0.40765193 |
| Kurtosis | -0.80613505 |
| Mean | 3.76 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.21501522 |
| Sum | 188 |
| Variance | 2.3493878 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 4 | 14 | |
| 3 | 9 | |
| 6 | 8 | |
| 5 | 8 | |
| 2 | 6 | |
| 1 | 5 | 10.0% |
| Value | Count | Frequency (%) |
| 1 | 5 | 10.0% |
| 2 | 6 | |
| 3 | 9 | |
| 4 | 14 | |
| 5 | 8 | |
| 6 | 8 |
| Value | Count | Frequency (%) |
| 6 | 8 | |
| 5 | 8 | |
| 4 | 14 | |
| 3 | 9 | |
| 2 | 6 | |
| 1 | 5 | 10.0% |
cycling_distance_km
Real number (ℝ)
High correlation Zeros
| Distinct | 32 |
|---|---|
| Distinct (%) | 64.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.298 |
| Minimum | 0 |
|---|---|
| Maximum | 24.3 |
| Zeros | 17 |
| Zeros (%) | 34.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 11.8 |
| Q3 | 17.65 |
| 95-th percentile | 22.705 |
| Maximum | 24.3 |
| Range | 24.3 |
| Interquartile range (IQR) | 17.65 |
Descriptive statistics
| Standard deviation | 8.4456362 |
|---|---|
| Coefficient of variation (CV) | 0.82012393 |
| Kurtosis | -1.4272725 |
| Mean | 10.298 |
| Median Absolute Deviation (MAD) | 7.8 |
| Skewness | -0.036302126 |
| Sum | 514.9 |
| Variance | 71.328771 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 18.2 | 2 | 4.0% |
| 14.2 | 2 | 4.0% |
| 12.5 | 1 | 2.0% |
| 8.4 | 1 | 2.0% |
| 22.1 | 1 | 2.0% |
| 19.8 | 1 | 2.0% |
| 8.6 | 1 | 2.0% |
| 16.4 | 1 | 2.0% |
| 12.8 | 1 | 2.0% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 8.2 | 1 | 2.0% |
| 8.4 | 1 | 2.0% |
| 8.6 | 1 | 2.0% |
| 8.8 | 1 | 2.0% |
| 9.2 | 1 | 2.0% |
| 9.8 | 1 | 2.0% |
| 10.8 | 1 | 2.0% |
| 11.2 | 1 | 2.0% |
| 12.4 | 1 | 2.0% |
| Value | Count | Frequency (%) |
| 24.3 | 1 | |
| 23.8 | 1 | |
| 23.2 | 1 | |
| 22.1 | 1 | |
| 21.8 | 1 | |
| 21.2 | 1 | |
| 20.6 | 1 | |
| 19.8 | 1 | |
| 19.4 | 1 | |
| 18.6 | 1 |
running_distance_km
Real number (ℝ)
High correlation Zeros
| Distinct | 40 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.494 |
| Minimum | 0 |
|---|---|
| Maximum | 19.8 |
| Zeros | 3 |
| Zeros (%) | 6.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.36 |
| Q1 | 6.25 |
| median | 9.3 |
| Q3 | 13.55 |
| 95-th percentile | 18.765 |
| Maximum | 19.8 |
| Range | 19.8 |
| Interquartile range (IQR) | 7.3 |
Descriptive statistics
| Standard deviation | 5.6488182 |
|---|---|
| Coefficient of variation (CV) | 0.59498822 |
| Kurtosis | -0.86233664 |
| Mean | 9.494 |
| Median Absolute Deviation (MAD) | 3.7 |
| Skewness | 0.031713608 |
| Sum | 474.7 |
| Variance | 31.909147 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 0 | 3 | 6.0% |
| 3.2 | 2 | 4.0% |
| 6.8 | 2 | 4.0% |
| 15.6 | 2 | 4.0% |
| 8.8 | 2 | 4.0% |
| 9.8 | 2 | 4.0% |
| 8.2 | 2 | 4.0% |
| 2.1 | 2 | 4.0% |
| 12.6 | 2 | 4.0% |
| 9.5 | 1 | 2.0% |
| Other values (30) | 30 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 0.8 | 1 | 2.0% |
| 1.4 | 1 | 2.0% |
| 1.8 | 1 | 2.0% |
| 2.1 | 2 | |
| 2.8 | 1 | 2.0% |
| 3.2 | 2 | |
| 5.4 | 1 | 2.0% |
| 6.2 | 1 | 2.0% |
| 6.4 | 1 | 2.0% |
| Value | Count | Frequency (%) |
| 19.8 | 1 | |
| 19.2 | 1 | |
| 18.9 | 1 | |
| 18.6 | 1 | |
| 17.8 | 1 | |
| 17.2 | 1 | |
| 16.8 | 1 | |
| 16.2 | 1 | |
| 15.6 | 2 | |
| 15.3 | 1 |
walking_distance_km
Real number (ℝ)
High correlation
| Distinct | 40 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.198 |
| Minimum | 8.6 |
|---|---|
| Maximum | 24.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 8.6 |
|---|---|
| 5-th percentile | 9.68 |
| Q1 | 12 |
| median | 13.15 |
| Q3 | 15.2 |
| 95-th percentile | 22.4 |
| Maximum | 24.4 |
| Range | 15.8 |
| Interquartile range (IQR) | 3.2 |
Descriptive statistics
| Standard deviation | 3.7245183 |
|---|---|
| Coefficient of variation (CV) | 0.26232697 |
| Kurtosis | 1.0220145 |
| Mean | 14.198 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 1.2066549 |
| Sum | 709.9 |
| Variance | 13.872037 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 13 | 3 | 6.0% |
| 20.5 | 2 | 4.0% |
| 22.4 | 2 | 4.0% |
| 11 | 2 | 4.0% |
| 12 | 2 | 4.0% |
| 13.1 | 2 | 4.0% |
| 12.5 | 2 | 4.0% |
| 15.2 | 2 | 4.0% |
| 13.9 | 2 | 4.0% |
| 10 | 1 | 2.0% |
| Other values (30) | 30 |
| Value | Count | Frequency (%) |
| 8.6 | 1 | |
| 9 | 1 | |
| 9.5 | 1 | |
| 9.9 | 1 | |
| 10 | 1 | |
| 10.5 | 1 | |
| 11 | 2 | |
| 11.1 | 1 | |
| 11.6 | 1 | |
| 11.7 | 1 |
| Value | Count | Frequency (%) |
| 24.4 | 1 | |
| 22.6 | 1 | |
| 22.4 | 2 | |
| 21.9 | 1 | |
| 20.5 | 2 | |
| 16.6 | 1 | |
| 16.2 | 1 | |
| 16 | 1 | |
| 15.7 | 1 | |
| 15.5 | 1 |
floors_climbed
Real number (ℝ)
High correlation
| Distinct | 35 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.6 |
| Minimum | 6 |
|---|---|
| Maximum | 52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 7.45 |
| Q1 | 22.5 |
| median | 31.5 |
| Q3 | 40.75 |
| 95-th percentile | 48.55 |
| Maximum | 52 |
| Range | 46 |
| Interquartile range (IQR) | 18.25 |
Descriptive statistics
| Standard deviation | 13.416408 |
|---|---|
| Coefficient of variation (CV) | 0.45325702 |
| Kurtosis | -0.89047336 |
| Mean | 29.6 |
| Median Absolute Deviation (MAD) | 9.5 |
| Skewness | -0.33236793 |
| Sum | 1480 |
| Variance | 180 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 28 | 3 | 6.0% |
| 42 | 2 | 4.0% |
| 12 | 2 | 4.0% |
| 35 | 2 | 4.0% |
| 8 | 2 | 4.0% |
| 32 | 2 | 4.0% |
| 25 | 2 | 4.0% |
| 10 | 2 | 4.0% |
| 6 | 2 | 4.0% |
| 33 | 2 | 4.0% |
| Other values (25) | 29 |
| Value | Count | Frequency (%) |
| 6 | 2 | |
| 7 | 1 | |
| 8 | 2 | |
| 9 | 1 | |
| 10 | 2 | |
| 11 | 1 | |
| 12 | 2 | |
| 21 | 1 | |
| 22 | 1 | |
| 24 | 2 |
| Value | Count | Frequency (%) |
| 52 | 1 | |
| 51 | 1 | |
| 49 | 1 | |
| 48 | 1 | |
| 47 | 1 | |
| 46 | 1 | |
| 45 | 1 | |
| 44 | 1 | |
| 43 | 1 | |
| 42 | 2 |
sedentary_minutes
Real number (ℝ)
High correlation
| Distinct | 34 |
|---|---|
| Distinct (%) | 68.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4286.8 |
| Minimum | 2840 |
|---|---|
| Maximum | 6320 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 2840 |
|---|---|
| 5-th percentile | 2933.5 |
| Q1 | 3390 |
| median | 4180 |
| Q3 | 4520 |
| 95-th percentile | 6180 |
| Maximum | 6320 |
| Range | 3480 |
| Interquartile range (IQR) | 1130 |
Descriptive statistics
| Standard deviation | 1035.9959 |
|---|---|
| Coefficient of variation (CV) | 0.24167115 |
| Kurtosis | -0.63751562 |
| Mean | 4286.8 |
| Median Absolute Deviation (MAD) | 760 |
| Skewness | 0.62202198 |
| Sum | 214340 |
| Variance | 1073287.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 3980 | 3 | 6.0% |
| 3380 | 3 | 6.0% |
| 4520 | 3 | 6.0% |
| 4320 | 2 | 4.0% |
| 5840 | 2 | 4.0% |
| 3420 | 2 | 4.0% |
| 3180 | 2 | 4.0% |
| 4180 | 2 | 4.0% |
| 6180 | 2 | 4.0% |
| 4120 | 2 | 4.0% |
| Other values (24) | 27 |
| Value | Count | Frequency (%) |
| 2840 | 1 | 2.0% |
| 2880 | 1 | 2.0% |
| 2920 | 1 | 2.0% |
| 2950 | 1 | 2.0% |
| 3060 | 1 | 2.0% |
| 3080 | 1 | 2.0% |
| 3180 | 2 | |
| 3200 | 1 | 2.0% |
| 3280 | 1 | 2.0% |
| 3380 | 3 |
| Value | Count | Frequency (%) |
| 6320 | 1 | 2.0% |
| 6280 | 1 | 2.0% |
| 6180 | 2 | |
| 6080 | 1 | 2.0% |
| 5920 | 1 | 2.0% |
| 5840 | 2 | |
| 5720 | 1 | 2.0% |
| 5680 | 2 | |
| 4520 | 3 | |
| 4480 | 2 |
workout_types
Text
| Distinct | 45 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 KiB |
Length
| Max length | 28 |
|---|---|
| Median length | 25 |
| Mean length | 21.56 |
| Min length | 7 |
Unique
| Unique | 41 ? |
|---|---|
| Unique (%) | 82.0% |
Sample
| 1st row | Running,Gym,Cycling |
|---|---|
| 2nd row | Running,Swimming,Yoga |
| 3rd row | Walking,Gym |
| 4th row | Running,Dance,Pilates |
| 5th row | Walking |
| Value | Count | Frequency (%) |
| running,swimming,cycling | 3 | 4.8% |
| walking,gym | 2 | 3.2% |
| walking | 2 | 3.2% |
| running,gym,cycling | 2 | 3.2% |
| work,walking | 2 | 3.2% |
| work | 2 | 3.2% |
| mgmt | 2 | 3.2% |
| cycling,gym,running | 1 | 1.6% |
| running,dance,pilates | 1 | 1.6% |
| cycling,design | 1 | 1.6% |
| Other values (44) | 44 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 194 | |
| i | 131 | |
| g | 113 | 10.5% |
| , | 87 | 8.1% |
| u | 49 | 4.5% |
| l | 49 | 4.5% |
| R | 40 | 3.7% |
| a | 40 | 3.7% |
| m | 40 | 3.7% |
| c | 31 | 2.9% |
| Other values (31) | 304 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1078 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 194 | |
| i | 131 | |
| g | 113 | 10.5% |
| , | 87 | 8.1% |
| u | 49 | 4.5% |
| l | 49 | 4.5% |
| R | 40 | 3.7% |
| a | 40 | 3.7% |
| m | 40 | 3.7% |
| c | 31 | 2.9% |
| Other values (31) | 304 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1078 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 194 | |
| i | 131 | |
| g | 113 | 10.5% |
| , | 87 | 8.1% |
| u | 49 | 4.5% |
| l | 49 | 4.5% |
| R | 40 | 3.7% |
| a | 40 | 3.7% |
| m | 40 | 3.7% |
| c | 31 | 2.9% |
| Other values (31) | 304 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1078 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 194 | |
| i | 131 | |
| g | 113 | 10.5% |
| , | 87 | 8.1% |
| u | 49 | 4.5% |
| l | 49 | 4.5% |
| R | 40 | 3.7% |
| a | 40 | 3.7% |
| m | 40 | 3.7% |
| c | 31 | 2.9% |
| Other values (31) | 304 |
avg_pace_min_per_km
Real number (ℝ)
High correlation
| Distinct | 29 |
|---|---|
| Distinct (%) | 58.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.916 |
| Minimum | 4.4 |
|---|---|
| Maximum | 8.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 4.4 |
|---|---|
| 5-th percentile | 4.545 |
| Q1 | 4.95 |
| median | 5.8 |
| Q3 | 6.275 |
| 95-th percentile | 7.855 |
| Maximum | 8.2 |
| Range | 3.8 |
| Interquartile range (IQR) | 1.325 |
Descriptive statistics
| Standard deviation | 1.0477108 |
|---|---|
| Coefficient of variation (CV) | 0.17709784 |
| Kurtosis | -0.42869159 |
| Mean | 5.916 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | 0.64414906 |
| Sum | 295.8 |
| Variance | 1.097698 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 4.9 | 4 | 8.0% |
| 5.8 | 3 | 6.0% |
| 6.2 | 3 | 6.0% |
| 5.5 | 3 | 6.0% |
| 5.9 | 3 | 6.0% |
| 4.8 | 3 | 6.0% |
| 6 | 3 | 6.0% |
| 6.1 | 2 | 4.0% |
| 5.7 | 2 | 4.0% |
| 6.3 | 2 | 4.0% |
| Other values (19) | 22 |
| Value | Count | Frequency (%) |
| 4.4 | 1 | 2.0% |
| 4.5 | 2 | |
| 4.6 | 1 | 2.0% |
| 4.7 | 2 | |
| 4.8 | 3 | |
| 4.9 | 4 | |
| 5.1 | 1 | 2.0% |
| 5.2 | 1 | 2.0% |
| 5.4 | 1 | 2.0% |
| 5.5 | 3 |
| Value | Count | Frequency (%) |
| 8.2 | 1 | |
| 8.1 | 1 | |
| 7.9 | 1 | |
| 7.8 | 1 | |
| 7.7 | 1 | |
| 7.6 | 1 | |
| 7.5 | 1 | |
| 7.4 | 1 | |
| 7.3 | 1 | |
| 7.2 | 1 |
stress_level_avg
Real number (ℝ)
High correlation
| Distinct | 31 |
|---|---|
| Distinct (%) | 62.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.326 |
| Minimum | 1.6 |
|---|---|
| Maximum | 5.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 1.6 |
|---|---|
| 5-th percentile | 1.745 |
| Q1 | 2.325 |
| median | 3.15 |
| Q3 | 3.675 |
| 95-th percentile | 5.555 |
| Maximum | 5.8 |
| Range | 4.2 |
| Interquartile range (IQR) | 1.35 |
Descriptive statistics
| Standard deviation | 1.2476607 |
|---|---|
| Coefficient of variation (CV) | 0.37512347 |
| Kurtosis | -0.63824809 |
| Mean | 3.326 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 0.64606486 |
| Sum | 166.3 |
| Variance | 1.5566571 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 3.2 | 3 | 6.0% |
| 2.1 | 3 | 6.0% |
| 2.8 | 3 | 6.0% |
| 3.4 | 3 | 6.0% |
| 1.8 | 2 | 4.0% |
| 3.1 | 2 | 4.0% |
| 5.5 | 2 | 4.0% |
| 2.9 | 2 | 4.0% |
| 2 | 2 | 4.0% |
| 3.3 | 2 | 4.0% |
| Other values (21) | 26 |
| Value | Count | Frequency (%) |
| 1.6 | 2 | |
| 1.7 | 1 | 2.0% |
| 1.8 | 2 | |
| 1.9 | 1 | 2.0% |
| 2 | 2 | |
| 2.1 | 3 | |
| 2.2 | 1 | 2.0% |
| 2.3 | 1 | 2.0% |
| 2.4 | 1 | 2.0% |
| 2.5 | 1 | 2.0% |
| Value | Count | Frequency (%) |
| 5.8 | 1 | |
| 5.7 | 1 | |
| 5.6 | 1 | |
| 5.5 | 2 | |
| 5.4 | 1 | |
| 5.3 | 1 | |
| 5.2 | 1 | |
| 5.1 | 2 | |
| 4.8 | 1 | |
| 3.8 | 1 |
Interactions
Correlations
| avg_heart_rate | avg_pace_min_per_km | cycling_distance_km | exercise_sessions | floors_climbed | max_heart_rate | min_heart_rate | move_minutes | running_distance_km | sedentary_minutes | sleep_hours_total | stress_level_avg | total_active_minutes | total_calories_burned | total_distance_km | total_steps | walking_distance_km | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| avg_heart_rate | 1.000 | 0.912 | -0.840 | -0.900 | -0.919 | -0.912 | 0.948 | -0.912 | -0.927 | 0.918 | -0.921 | 0.918 | -0.912 | -0.910 | -0.909 | -0.910 | 0.479 |
| avg_pace_min_per_km | 0.912 | 1.000 | -0.920 | -0.972 | -0.992 | -0.989 | 0.920 | -0.996 | -0.969 | 0.986 | -0.878 | 0.992 | -0.997 | -0.995 | -0.990 | -0.990 | 0.523 |
| cycling_distance_km | -0.840 | -0.920 | 1.000 | 0.921 | 0.935 | 0.930 | -0.814 | 0.926 | 0.840 | -0.910 | 0.787 | -0.932 | 0.924 | 0.919 | 0.912 | 0.912 | -0.742 |
| exercise_sessions | -0.900 | -0.972 | 0.921 | 1.000 | 0.974 | 0.978 | -0.923 | 0.977 | 0.949 | -0.980 | 0.878 | -0.977 | 0.978 | 0.975 | 0.980 | 0.980 | -0.522 |
| floors_climbed | -0.919 | -0.992 | 0.935 | 0.974 | 1.000 | 0.993 | -0.910 | 0.993 | 0.964 | -0.984 | 0.887 | -0.996 | 0.994 | 0.990 | 0.988 | 0.988 | -0.553 |
| max_heart_rate | -0.912 | -0.989 | 0.930 | 0.978 | 0.993 | 1.000 | -0.910 | 0.990 | 0.959 | -0.983 | 0.883 | -0.990 | 0.992 | 0.988 | 0.986 | 0.986 | -0.557 |
| min_heart_rate | 0.948 | 0.920 | -0.814 | -0.923 | -0.910 | -0.910 | 1.000 | -0.924 | -0.945 | 0.944 | -0.921 | 0.920 | -0.923 | -0.927 | -0.938 | -0.937 | 0.376 |
| move_minutes | -0.912 | -0.996 | 0.926 | 0.977 | 0.993 | 0.990 | -0.924 | 1.000 | 0.971 | -0.991 | 0.886 | -0.994 | 1.000 | 0.997 | 0.994 | 0.994 | -0.527 |
| running_distance_km | -0.927 | -0.969 | 0.840 | 0.949 | 0.964 | 0.959 | -0.945 | 0.971 | 1.000 | -0.973 | 0.932 | -0.966 | 0.972 | 0.973 | 0.974 | 0.974 | -0.432 |
| sedentary_minutes | 0.918 | 0.986 | -0.910 | -0.980 | -0.984 | -0.983 | 0.944 | -0.991 | -0.973 | 1.000 | -0.894 | 0.990 | -0.991 | -0.991 | -0.995 | -0.996 | 0.493 |
| sleep_hours_total | -0.921 | -0.878 | 0.787 | 0.878 | 0.887 | 0.883 | -0.921 | 0.886 | 0.932 | -0.894 | 1.000 | -0.888 | 0.886 | 0.888 | 0.888 | 0.888 | -0.440 |
| stress_level_avg | 0.918 | 0.992 | -0.932 | -0.977 | -0.996 | -0.990 | 0.920 | -0.994 | -0.966 | 0.990 | -0.888 | 1.000 | -0.994 | -0.990 | -0.991 | -0.991 | 0.544 |
| total_active_minutes | -0.912 | -0.997 | 0.924 | 0.978 | 0.994 | 0.992 | -0.923 | 1.000 | 0.972 | -0.991 | 0.886 | -0.994 | 1.000 | 0.997 | 0.994 | 0.994 | -0.525 |
| total_calories_burned | -0.910 | -0.995 | 0.919 | 0.975 | 0.990 | 0.988 | -0.927 | 0.997 | 0.973 | -0.991 | 0.888 | -0.990 | 0.997 | 1.000 | 0.994 | 0.994 | -0.515 |
| total_distance_km | -0.909 | -0.990 | 0.912 | 0.980 | 0.988 | 0.986 | -0.938 | 0.994 | 0.974 | -0.995 | 0.888 | -0.991 | 0.994 | 0.994 | 1.000 | 1.000 | -0.486 |
| total_steps | -0.910 | -0.990 | 0.912 | 0.980 | 0.988 | 0.986 | -0.937 | 0.994 | 0.974 | -0.996 | 0.888 | -0.991 | 0.994 | 0.994 | 1.000 | 1.000 | -0.485 |
| walking_distance_km | 0.479 | 0.523 | -0.742 | -0.522 | -0.553 | -0.557 | 0.376 | -0.527 | -0.432 | 0.493 | -0.440 | 0.544 | -0.525 | -0.515 | -0.486 | -0.485 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| user_id | week_start_date | total_steps | total_distance_km | total_calories_burned | total_active_minutes | avg_heart_rate | max_heart_rate | min_heart_rate | sleep_hours_total | move_minutes | exercise_sessions | cycling_distance_km | running_distance_km | walking_distance_km | floors_climbed | sedentary_minutes | workout_types | avg_pace_min_per_km | stress_level_avg | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | USR001 | 2023-10-02 | 52840 | 37.2 | 2480 | 285 | 72 | 145 | 58 | 52.5 | 420 | 4 | 12.5 | 8.7 | 16.0 | 28 | 3980 | Running,Gym,Cycling | 5.8 | 3.2 |
| 1 | USR002 | 2023-10-02 | 68720 | 48.1 | 2890 | 410 | 66 | 158 | 54 | 56.0 | 580 | 6 | 18.2 | 15.3 | 14.6 | 42 | 3200 | Running,Swimming,Yoga | 4.9 | 2.1 |
| 2 | USR003 | 2023-10-02 | 28340 | 19.8 | 1650 | 145 | 78 | 132 | 68 | 45.5 | 210 | 2 | 0.0 | 3.2 | 16.6 | 12 | 5840 | Walking,Gym | 6.2 | 4.8 |
| 3 | USR004 | 2023-10-02 | 61580 | 43.1 | 2650 | 345 | 73 | 152 | 62 | 54.6 | 485 | 5 | 8.4 | 12.8 | 21.9 | 35 | 3420 | Running,Dance,Pilates | 5.5 | 2.8 |
| 4 | USR005 | 2023-10-02 | 18920 | 13.2 | 1280 | 85 | 75 | 125 | 69 | 47.6 | 120 | 1 | 0.0 | 0.0 | 13.2 | 8 | 6180 | Walking | 7.8 | 5.5 |
| 5 | USR006 | 2023-10-02 | 72480 | 50.7 | 3120 | 465 | 68 | 162 | 56 | 57.4 | 640 | 6 | 22.1 | 18.6 | 10.0 | 48 | 2950 | Running,Swimming,Cycling | 4.6 | 1.8 |
| 6 | USR007 | 2023-10-02 | 48560 | 34.0 | 2280 | 265 | 71 | 148 | 64 | 51.8 | 385 | 4 | 14.2 | 6.8 | 13.0 | 32 | 4120 | Cycling,Gym,Running | 5.9 | 3.1 |
| 7 | USR008 | 2023-10-02 | 42830 | 30.0 | 2140 | 235 | 69 | 143 | 61 | 55.3 | 340 | 3 | 0.0 | 9.5 | 20.5 | 25 | 4380 | Running,Yoga,Walking | 6.1 | 3.5 |
| 8 | USR009 | 2023-10-02 | 24680 | 17.3 | 1420 | 125 | 77 | 128 | 70 | 43.4 | 180 | 2 | 0.0 | 2.1 | 15.2 | 10 | 5920 | Walking,Gym | 7.4 | 5.2 |
| 9 | USR010 | 2023-10-02 | 69340 | 48.5 | 3050 | 425 | 67 | 159 | 55 | 56.7 | 610 | 6 | 19.8 | 16.2 | 12.5 | 44 | 3180 | Running,Swimming,Cycling | 4.8 | 2.0 |
| user_id | week_start_date | total_steps | total_distance_km | total_calories_burned | total_active_minutes | avg_heart_rate | max_heart_rate | min_heart_rate | sleep_hours_total | move_minutes | exercise_sessions | cycling_distance_km | running_distance_km | walking_distance_km | floors_climbed | sedentary_minutes | workout_types | avg_pace_min_per_km | stress_level_avg | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | USR041 | 2023-10-02 | 51680 | 36.2 | 2520 | 305 | 71 | 149 | 64 | 53.2 | 440 | 4 | 13.8 | 10.4 | 12.0 | 34 | 4120 | Running,Automotive,Cycling | 5.6 | 2.9 |
| 41 | USR042 | 2023-10-02 | 52840 | 37.0 | 2480 | 285 | 70 | 148 | 62 | 54.6 | 410 | 4 | 0.0 | 12.6 | 24.4 | 30 | 3980 | Running,Nutrition,Walking | 5.8 | 3.2 |
| 42 | USR043 | 2023-10-02 | 27680 | 19.4 | 1520 | 145 | 76 | 133 | 69 | 44.1 | 210 | 2 | 0.0 | 3.2 | 16.2 | 12 | 5680 | Walking,Production | 7.3 | 5.1 |
| 43 | USR044 | 2023-10-02 | 64820 | 45.4 | 2890 | 405 | 68 | 157 | 59 | 56.0 | 580 | 5 | 18.2 | 15.6 | 11.6 | 41 | 3380 | Running,Swimming,Therapy | 4.9 | 2.1 |
| 44 | USR045 | 2023-10-02 | 41280 | 28.9 | 2040 | 225 | 72 | 141 | 65 | 53.9 | 325 | 3 | 8.8 | 6.2 | 13.9 | 24 | 4520 | Running,Web Dev,Cycling | 6.3 | 3.6 |
| 45 | USR046 | 2023-10-02 | 54680 | 38.3 | 2620 | 335 | 69 | 151 | 62 | 53.2 | 480 | 4 | 14.2 | 10.8 | 13.3 | 36 | 3920 | Running,Business,Cycling | 5.5 | 2.8 |
| 46 | USR047 | 2023-10-02 | 21840 | 15.3 | 1380 | 105 | 78 | 128 | 71 | 45.5 | 150 | 1 | 0.0 | 1.4 | 13.9 | 8 | 6080 | Walking,Plant Mgmt | 7.7 | 5.5 |
| 47 | USR048 | 2023-10-02 | 69840 | 48.9 | 3120 | 445 | 66 | 160 | 56 | 57.4 | 635 | 6 | 21.2 | 17.8 | 9.9 | 47 | 3080 | Running,Swimming,Science | 4.7 | 1.8 |
| 48 | USR049 | 2023-10-02 | 49280 | 34.5 | 2380 | 285 | 71 | 148 | 64 | 52.5 | 410 | 4 | 13.6 | 9.2 | 11.7 | 33 | 4180 | Running,Marine Eng,Cycling | 5.7 | 3.0 |
| 49 | USR050 | 2023-10-02 | 45680 | 32.0 | 2240 | 255 | 71 | 145 | 63 | 53.9 | 365 | 3 | 0.0 | 9.4 | 22.6 | 28 | 4320 | Running,Museum,Walking | 6.0 | 3.4 |